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Optimal coordinate operation control for wind-photovoltaic-battery storage power-generation units

机译:风光电池储能发电机组的最优协调运行控制

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摘要

An optimal coordinate operation control method for large-scale wind-photovoltaic (PV)-battery storage power generation units (WPB-PGUs) connected to a power grid with rated power output was proposed to address the challenges of poor stability, lack of decision-making, and low economic benefits. The "rainflow" calculation method was adopted to establish the battery cycle life model and to calculate quantitatively the life expectancy loss in the operation process. To minimize unit cost of power generation, this work optimized the output period of the equipment and strategy of battery charging and discharging with consideration of working conditions, generation equipment characteristics, and load demand by using the enhanced gravitational search algorithm (EGSA). A case study was conducted on the basis of data obtained using WPB-PGU in Zhangbei, China. Results showed that the proposed method could effectively minimize the unit cost of a WPB-PGU under different scenarios and diverse meteorological conditions. The proposed algorithm has high calculation accuracy and fast convergence speed.
机译:提出了一种针对额定功率输出并网的大型风能-光伏电池储能发电机组(WPB-PGU)的最优协调运行控制方法,以解决稳定性差,决策缺乏的挑战。制造,经济效益低下。采用“雨流”计算方法建立电池循环寿命模型,并定量计算操作过程中的预期寿命损失。为了最大程度地降低单位发电成本,这项工作通过使用增强的重力搜索算法(EGSA),在考虑工作条件,发电设备特性和负载需求的情况下,优化了设备的输出周期和电池充电和放电策略。根据在中国张北市使用WPB-PGU获得的数据进行了案例研究。结果表明,所提出的方法可以有效地使WPB-PGU在不同情况和不同气象条件下的单位成本最小化。该算法计算精度高,收敛速度快。

著录项

  • 来源
    《Energy Conversion & Management》 |2015年第1期|466-475|共10页
  • 作者单位

    State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, No. 2 Beinong Road, Changping District, Beijing 102206, China,Scholl of Control and Computer Engineering, North China Electric Power University, No. 2 Beinong Road, Changping District, Beijing 102206, China;

    Scholl of Control and Computer Engineering, North China Electric Power University, No. 2 Beinong Road, Changping District, Beijing 102206, China;

    Scholl of Control and Computer Engineering, North China Electric Power University, No. 2 Beinong Road, Changping District, Beijing 102206, China;

    Pudong Power Supply Company, Shanghai Municipal Electric Power Company, Pudong District, Shanghai 200122, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Coordinate operation; Wind-photovoltaic-battery; Rated power output; Unit cost of power generation; Gravitational search algorithm;

    机译:协调运作;风能光伏电池额定功率输出;发电单价;引力搜索算法;

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